Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "53"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 53 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 89 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 87 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 53, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459906 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.258086 2.561471 -0.546723 -0.246735 1.791512 1.929686 3.697075 7.198184 0.6750 0.6951 0.4040 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.320748 2.511288 -0.399296 -0.190553 0.914715 1.367615 3.461396 6.159852 0.6633 0.6869 0.4111 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.312196 1.886704 -0.404670 -0.152371 1.741596 0.890711 5.569983 10.194209 0.6662 0.6838 0.4055 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.328132 2.169391 -0.493781 -0.255716 2.054930 1.294786 5.090373 10.309337 0.6689 0.6875 0.4126 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.487525 3.077555 -0.524720 -0.440480 2.130466 1.122581 3.551318 5.872107 0.6757 0.6901 0.4021 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.678010 3.046585 -0.436356 -0.196754 2.396619 1.958897 2.528314 5.091694 0.6865 0.6949 0.4027 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.390079 2.886810 -0.396676 -0.205980 2.544070 2.578724 2.291207 5.634395 0.6342 0.6566 0.3405 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.246292 2.487426 -0.531508 -0.274083 1.189476 0.897066 3.848385 9.668625 0.6827 0.6965 0.4001 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.234069 2.480084 -0.635201 -0.193949 1.046417 1.348495 3.705301 7.384899 0.6869 0.6976 0.4001 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.351957 2.542568 -0.646592 -0.370242 0.654982 0.585169 2.940679 4.789688 0.6866 0.6984 0.3991 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.589262 3.115737 -0.373113 -0.445589 2.163161 1.582136 0.008156 -0.518718 0.7868 0.7836 0.2489 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.565320 2.679661 -0.501231 -0.113677 1.267557 1.734712 4.883975 6.754572 0.6928 0.6985 0.3895 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.801458 2.915329 -0.566460 -0.235165 0.560186 0.823060 3.992830 8.306669 0.6959 0.7021 0.3878 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.592723 3.211160 -0.664081 -0.402382 1.233879 1.082325 3.910750 6.996220 0.6951 0.7083 0.3870 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.441972 2.739116 -0.661263 -0.258443 1.044631 0.849283 3.706530 6.810219 0.6876 0.6995 0.3895 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.459476 3.017642 -0.396553 -0.365773 1.300118 1.112505 2.577819 3.458622 0.6905 0.6970 0.3896 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.469640 3.147058 -0.764986 -0.317706 0.828769 1.074126 4.312814 10.460755 0.6982 0.7017 0.3862 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.293529 2.540972 -0.550246 -0.425187 1.644910 1.696341 0.887615 2.459422 0.7119 0.7185 0.3797 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.210989 2.523208 -0.437924 -0.550166 1.592995 1.044072 2.341624 6.495000 0.6969 0.7019 0.3902 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.297697 3.534410 -0.662151 -1.376995 12.189765 9.706639 0.609017 -0.337711 0.7759 0.7672 0.3208 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.626202 4.396856 0.070571 1.169138 -0.405255 0.686889 1.115997 1.615779 0.7433 0.7391 0.3469 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.387067 2.808730 -0.578746 -0.521985 1.186350 0.387746 3.015846 5.386026 0.7018 0.6992 0.3902 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.367363 3.145735 0.169839 1.337061 -0.492909 0.287140 9.810283 16.119792 0.6932 0.6977 0.3886 nan nan
2459882 digital_ok 100.00% 100.00% 100.00% 0.00% - - 527.199746 527.332215 inf inf 8920.907507 8922.782148 12221.186764 12228.222636 nan nan nan nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.790841 3.219394 -0.620233 0.772044 -0.086585 0.440776 7.994467 15.389834 0.7352 0.7458 0.3303 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.734790 4.090924 -0.501002 0.821765 -0.195232 0.626837 5.868429 7.410762 0.6951 0.7038 0.3929 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.467853 2.382461 -0.288495 -0.146459 0.979106 0.402844 3.360459 8.813330 0.6844 0.6966 0.4086 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.861223 3.735909 0.008867 1.576001 0.038002 0.462204 9.946779 18.564834 0.6889 0.7031 0.4013 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.973999 4.397977 -0.000555 0.148497 -0.360672 -0.520603 6.010163 11.685265 0.7115 0.6973 0.3903 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.453147 4.270877 -0.121110 0.802763 -0.803038 -0.646787 2.221574 3.733916 0.7258 0.7248 0.3876 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.454949 6.105249 -0.441020 -0.127681 1.009542 0.365820 5.274919 9.710816 0.7138 0.6955 0.3811 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.666895 4.604782 -0.575426 -0.182972 -0.271762 0.326554 2.431385 4.743049 0.7194 0.6990 0.3769 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.662861 4.176090 -0.216725 0.376146 -0.125905 0.160881 5.009311 7.509264 0.7110 0.6977 0.3910 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.449027 3.265315 -0.049591 0.911299 -0.105625 0.059830 2.782279 3.171998 0.7192 0.6966 0.3823 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.093396 5.293365 -0.092928 0.700471 -1.240019 -0.235521 6.886149 11.528414 0.7223 0.7076 0.3869 nan nan
2459869 digital_ok 100.00% 100.00% 100.00% 0.00% - - 385.564689 385.701286 inf inf 8587.583800 8879.051588 7408.160355 8298.692078 nan nan nan nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.108767 4.507535 -0.885406 0.518652 -0.494869 0.375751 6.458056 11.523238 0.7111 0.6995 0.3976 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.033271 3.349537 -0.774532 0.013438 -0.316677 -0.077360 4.345759 7.890929 0.7246 0.7043 0.3954 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.906893 3.829310 -0.328391 0.209555 -1.325217 -0.534179 1.928732 2.725361 0.7240 0.7057 0.3895 nan nan
2459865 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.260901 3.641177 -0.798937 -0.506659 -0.631029 0.002298 1.712391 1.727755 0.7436 0.7224 0.3581 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.098066 2.920532 -0.977502 -1.093836 -0.021609 0.138513 7.691037 14.186014 0.7220 0.7010 0.4070 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.423482 2.975560 -0.516716 -0.218105 -0.433157 -0.216373 3.791226 6.106766 0.7153 0.6890 0.3993 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.585858 2.860125 -0.300070 -0.909363 -0.538992 -0.069094 1.770879 4.245832 0.7016 0.7230 0.4131 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.079439 2.332682 -0.460709 -0.086489 0.940578 0.687378 3.639113 7.283450 0.7278 0.7038 0.4148 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.361497 2.667449 0.005678 -0.081950 -0.587034 -0.791418 3.166057 5.879804 0.7357 0.7040 0.4067 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.052289 1.915566 -0.634186 -0.282025 0.277240 0.523867 1.694470 3.203025 0.7390 0.7051 0.4033 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.165729 2.340693 -0.603036 -0.336907 0.827632 0.617502 3.292689 6.614116 0.7490 0.7143 0.4152 2.970917 2.550293
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 14.535451 11.976452 3.072658 2.783896 5.752784 6.866737 5.180554 14.584188 0.0277 0.0247 0.0010 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.192158 3.605297 0.348472 0.380410 -1.230394 -0.861965 2.146768 6.376614 0.7427 0.7278 0.3995 2.724433 2.513975
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.122175 3.885811 0.016922 -0.001098 -0.964545 -0.081202 1.758698 3.926196 0.7278 0.7451 0.4263 2.737999 2.468274
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.497838 3.551767 0.780707 0.839384 -0.656933 -0.266614 2.700991 6.754090 0.7340 0.7582 0.4422 2.567918 2.243885
2459853 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 294.227658 293.971239 inf inf 4412.988886 4389.329760 10759.033869 10672.421002 nan nan nan 0.000000 0.000000
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 17.30% 2.799043 2.404855 1.233357 1.558587 -0.514847 -0.344911 1.015839 1.612589 0.8460 0.8507 0.2330 3.044465 2.900667
2459851 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.016901 3.574503 0.918227 1.445610 -0.747543 0.415967 2.170939 7.937358 0.7843 0.7724 0.3245 3.424715 3.022307
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.422549 3.144145 0.759097 1.240929 -0.925289 -0.295356 3.685115 9.812616 0.7627 0.7772 0.3492 2.785358 2.505752
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.923546 3.446471 1.446647 2.016574 -0.566883 -0.827026 4.249346 8.979108 0.7621 0.7689 0.3534 3.929017 3.311860
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.253899 3.390257 -0.319367 0.671986 -0.615487 -0.450965 3.305232 6.357847 0.7391 0.7697 0.3805 3.222207 2.852897
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.477780 3.943161 -0.019436 0.972665 0.652251 1.265417 1.880583 4.630186 0.7478 0.7114 0.4248 2.961640 2.739189
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.245532 2.675333 -0.015419 0.261378 3.263371 0.989566 39.624800 18.438614 0.8562 0.7116 0.4661 3.087452 2.942563
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.524167 4.643750 -0.007541 0.168833 -0.687214 -0.524081 2.035038 4.205134 0.7488 0.7690 0.3735 0.000000 0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 29.744195 22.342269 21.174433 21.514016 4.962909 5.934105 7.880453 19.433955 0.0266 0.0244 0.0008 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 2.478732 3.882097 -0.435240 -0.201959 1.267728 1.229135 2.716732 5.270628 0.7592 0.7682 0.3806 3.915411 3.654843
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 61.114539 41.937735 13.592522 13.509986 298.405514 332.375640 108.560225 123.089860 0.0244 0.0210 0.0012 nan nan
2459839 digital_ok 100.00% - - - - - 15.559011 10.393989 32.532496 32.916505 1.601750 2.238639 15.521482 21.365360 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.119142 2.664564 -0.806091 0.441790 -1.090312 -0.417980 1.920342 5.973246 0.7698 0.7191 0.3929 4.576604 4.870216
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0332 0.0325 0.0007 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.335056 -0.247687 0.746040 0.578595 3.444294 4.393018 30.350521 37.095437 0.0327 0.0312 0.0012 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.088712 4.971651 6.546878 6.826530 82.001078 93.006991 79.623504 97.128339 0.0273 0.0247 0.0011 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.980860 2.573658 -0.952767 0.060579 -1.348331 -0.710867 2.439495 6.805370 0.8118 0.5583 0.5708 3.233321 2.915213
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.878274 11.132786 35.256449 35.540281 56.081877 62.092970 151.949630 171.672679 0.0241 0.0225 0.0008 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.941020 2.972767 -0.947793 0.079171 -0.607993 0.161802 5.305963 12.839209 0.8108 0.5693 0.5517 5.201646 4.354181
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.883869 4.487640 -0.763500 0.207928 -0.151530 -0.884935 8.484933 17.226394 0.7689 0.6822 0.4051 6.943204 8.044259
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.331925 2.300723 -0.726692 0.000646 -0.607777 -0.439232 9.475584 17.965803 0.8083 0.5787 0.5340 3.608072 3.439011
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.920973 3.561489 -0.617399 0.265246 -0.543264 -0.092325 1.294163 4.469761 0.7765 0.6903 0.4081 13.891815 10.726306
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.293173 2.076123 -0.452757 0.048415 -0.637768 -0.105614 4.987265 16.653457 0.8071 0.6002 0.5106 6.871195 6.997181
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.177114 3.154052 -0.619977 0.513486 -0.644795 -0.506446 3.728093 9.288236 0.7470 0.7479 0.3562 5.565241 5.123060
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.648223 1.608764 -0.469414 0.110027 -0.442356 -0.335190 5.215615 12.776737 0.7823 0.6643 0.4554 30.211795 14.042985
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.805352 1.920953 -0.660248 0.155250 -1.067511 -1.061840 1.043453 1.939725 0.8123 0.6384 0.4990 1.958439 1.750861
2459821 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 364.908661 365.187850 inf inf 711.512333 699.290323 1430.920903 1447.388300 nan nan nan 0.000000 0.000000
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.992822 3.398188 -0.682068 0.033535 0.426101 0.429821 4.164053 9.664999 0.7959 0.7241 0.3972 4.288812 4.283867
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 26.32% 1.260000 1.319019 -0.760450 -0.216778 -1.324259 -0.733770 0.453470 0.636527 0.8284 0.7108 0.4793 2.657914 2.454871
2459816 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.398025 1.400413 -0.940438 -0.058122 -0.216182 0.782434 4.675129 12.384381 0.8225 0.7173 0.4878 3.817203 3.957941
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.354870 4.737765 -0.810646 -0.493884 0.330083 0.630892 8.054825 15.900722 0.8141 0.7706 0.3710 10.144842 6.047603

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 53: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.198184 2.561471 0.258086 -0.246735 -0.546723 1.929686 1.791512 7.198184 3.697075

Antenna 53: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.159852 2.511288 0.320748 -0.190553 -0.399296 1.367615 0.914715 6.159852 3.461396

Antenna 53: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.194209 1.886704 0.312196 -0.152371 -0.404670 0.890711 1.741596 10.194209 5.569983

Antenna 53: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.309337 2.169391 0.328132 -0.255716 -0.493781 1.294786 2.054930 10.309337 5.090373

Antenna 53: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.872107 0.487525 3.077555 -0.524720 -0.440480 2.130466 1.122581 3.551318 5.872107

Antenna 53: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.091694 0.678010 3.046585 -0.436356 -0.196754 2.396619 1.958897 2.528314 5.091694

Antenna 53: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.634395 0.390079 2.886810 -0.396676 -0.205980 2.544070 2.578724 2.291207 5.634395

Antenna 53: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.668625 2.487426 0.246292 -0.274083 -0.531508 0.897066 1.189476 9.668625 3.848385

Antenna 53: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.384899 2.480084 0.234069 -0.193949 -0.635201 1.348495 1.046417 7.384899 3.705301

Antenna 53: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 4.789688 2.542568 0.351957 -0.370242 -0.646592 0.585169 0.654982 4.789688 2.940679

Antenna 53: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 3.115737 0.589262 3.115737 -0.373113 -0.445589 2.163161 1.582136 0.008156 -0.518718

Antenna 53: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.754572 2.679661 0.565320 -0.113677 -0.501231 1.734712 1.267557 6.754572 4.883975

Antenna 53: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.306669 0.801458 2.915329 -0.566460 -0.235165 0.560186 0.823060 3.992830 8.306669

Antenna 53: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.996220 3.211160 0.592723 -0.402382 -0.664081 1.082325 1.233879 6.996220 3.910750

Antenna 53: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.810219 0.441972 2.739116 -0.661263 -0.258443 1.044631 0.849283 3.706530 6.810219

Antenna 53: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.458622 3.017642 0.459476 -0.365773 -0.396553 1.112505 1.300118 3.458622 2.577819

Antenna 53: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 10.460755 0.469640 3.147058 -0.764986 -0.317706 0.828769 1.074126 4.312814 10.460755

Antenna 53: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 2.540972 2.540972 0.293529 -0.425187 -0.550246 1.696341 1.644910 2.459422 0.887615

Antenna 53: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.495000 2.523208 0.210989 -0.550166 -0.437924 1.044072 1.592995 6.495000 2.341624

Antenna 53: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Variability 12.189765 0.297697 3.534410 -0.662151 -1.376995 12.189765 9.706639 0.609017 -0.337711

Antenna 53: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 4.396856 4.396856 0.626202 1.169138 0.070571 0.686889 -0.405255 1.615779 1.115997

Antenna 53: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.386026 2.808730 0.387067 -0.521985 -0.578746 0.387746 1.186350 5.386026 3.015846

Antenna 53: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 16.119792 3.145735 0.367363 1.337061 0.169839 0.287140 -0.492909 16.119792 9.810283

Antenna 53: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Power inf 527.332215 527.199746 inf inf 8922.782148 8920.907507 12228.222636 12221.186764

Antenna 53: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 15.389834 3.219394 0.790841 0.772044 -0.620233 0.440776 -0.086585 15.389834 7.994467

Antenna 53: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.410762 4.090924 0.734790 0.821765 -0.501002 0.626837 -0.195232 7.410762 5.868429

Antenna 53: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.813330 2.382461 0.467853 -0.146459 -0.288495 0.402844 0.979106 8.813330 3.360459

Antenna 53: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 18.564834 3.735909 0.861223 1.576001 0.008867 0.462204 0.038002 18.564834 9.946779

Antenna 53: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 11.685265 0.973999 4.397977 -0.000555 0.148497 -0.360672 -0.520603 6.010163 11.685265

Antenna 53: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 4.270877 0.453147 4.270877 -0.121110 0.802763 -0.803038 -0.646787 2.221574 3.733916

Antenna 53: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.710816 1.454949 6.105249 -0.441020 -0.127681 1.009542 0.365820 5.274919 9.710816

Antenna 53: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 4.743049 0.666895 4.604782 -0.575426 -0.182972 -0.271762 0.326554 2.431385 4.743049

Antenna 53: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.509264 4.176090 0.662861 0.376146 -0.216725 0.160881 -0.125905 7.509264 5.009311

Antenna 53: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 3.265315 3.265315 0.449027 0.911299 -0.049591 0.059830 -0.105625 3.171998 2.782279

Antenna 53: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 11.528414 1.093396 5.293365 -0.092928 0.700471 -1.240019 -0.235521 6.886149 11.528414

Antenna 53: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Power inf 385.564689 385.701286 inf inf 8587.583800 8879.051588 7408.160355 8298.692078

Antenna 53: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 11.523238 1.108767 4.507535 -0.885406 0.518652 -0.494869 0.375751 6.458056 11.523238

Antenna 53: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.890929 1.033271 3.349537 -0.774532 0.013438 -0.316677 -0.077360 4.345759 7.890929

Antenna 53: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 3.829310 3.829310 0.906893 0.209555 -0.328391 -0.534179 -1.325217 2.725361 1.928732

Antenna 53: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 3.641177 0.260901 3.641177 -0.798937 -0.506659 -0.631029 0.002298 1.712391 1.727755

Antenna 53: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 14.186014 2.920532 1.098066 -1.093836 -0.977502 0.138513 -0.021609 14.186014 7.691037

Antenna 53: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.106766 1.423482 2.975560 -0.516716 -0.218105 -0.433157 -0.216373 3.791226 6.106766

Antenna 53: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 4.245832 1.585858 2.860125 -0.300070 -0.909363 -0.538992 -0.069094 1.770879 4.245832

Antenna 53: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.283450 2.332682 1.079439 -0.086489 -0.460709 0.687378 0.940578 7.283450 3.639113

Antenna 53: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.879804 1.361497 2.667449 0.005678 -0.081950 -0.587034 -0.791418 3.166057 5.879804

Antenna 53: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.203025 1.052289 1.915566 -0.634186 -0.282025 0.277240 0.523867 1.694470 3.203025

Antenna 53: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.614116 2.340693 1.165729 -0.336907 -0.603036 0.617502 0.827632 6.614116 3.292689

Antenna 53: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 14.584188 11.976452 14.535451 2.783896 3.072658 6.866737 5.752784 14.584188 5.180554

Antenna 53: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.376614 2.192158 3.605297 0.348472 0.380410 -1.230394 -0.861965 2.146768 6.376614

Antenna 53: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 3.926196 3.885811 2.122175 -0.001098 0.016922 -0.081202 -0.964545 3.926196 1.758698

Antenna 53: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.754090 3.551767 1.497838 0.839384 0.780707 -0.266614 -0.656933 6.754090 2.700991

Antenna 53: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Power inf 293.971239 294.227658 inf inf 4389.329760 4412.988886 10672.421002 10759.033869

Antenna 53: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape 2.799043 2.799043 2.404855 1.233357 1.558587 -0.514847 -0.344911 1.015839 1.612589

Antenna 53: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 7.937358 2.016901 3.574503 0.918227 1.445610 -0.747543 0.415967 2.170939 7.937358

Antenna 53: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.812616 1.422549 3.144145 0.759097 1.240929 -0.925289 -0.295356 3.685115 9.812616

Antenna 53: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 8.979108 1.923546 3.446471 1.446647 2.016574 -0.566883 -0.827026 4.249346 8.979108

Antenna 53: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.357847 3.390257 2.253899 0.671986 -0.319367 -0.450965 -0.615487 6.357847 3.305232

Antenna 53: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 4.630186 3.943161 2.477780 0.972665 -0.019436 1.265417 0.652251 4.630186 1.880583

Antenna 53: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Temporal Discontinuties 39.624800 2.245532 2.675333 -0.015419 0.261378 3.263371 0.989566 39.624800 18.438614

Antenna 53: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 4.643750 4.643750 3.524167 0.168833 -0.007541 -0.524081 -0.687214 4.205134 2.035038

Antenna 53: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok ee Shape 29.744195 29.744195 22.342269 21.174433 21.514016 4.962909 5.934105 7.880453 19.433955

Antenna 53: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.270628 3.882097 2.478732 -0.201959 -0.435240 1.229135 1.267728 5.270628 2.716732

Antenna 53: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Variability 332.375640 61.114539 41.937735 13.592522 13.509986 298.405514 332.375640 108.560225 123.089860

Antenna 53: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Power 32.916505 10.393989 15.559011 32.916505 32.532496 2.238639 1.601750 21.365360 15.521482

Antenna 53: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 5.973246 2.664564 2.119142 0.441790 -0.806091 -0.417980 -1.090312 5.973246 1.920342

Antenna 53: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 37.095437 -0.247687 0.335056 0.578595 0.746040 4.393018 3.444294 37.095437 30.350521

Antenna 53: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 97.128339 4.971651 7.088712 6.826530 6.546878 93.006991 82.001078 97.128339 79.623504

Antenna 53: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 6.805370 2.980860 2.573658 -0.952767 0.060579 -1.348331 -0.710867 2.439495 6.805370

Antenna 53: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 171.672679 15.878274 11.132786 35.256449 35.540281 56.081877 62.092970 151.949630 171.672679

Antenna 53: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 12.839209 2.941020 2.972767 -0.947793 0.079171 -0.607993 0.161802 5.305963 12.839209

Antenna 53: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 17.226394 4.487640 3.883869 0.207928 -0.763500 -0.884935 -0.151530 17.226394 8.484933

Antenna 53: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 17.965803 2.300723 2.331925 0.000646 -0.726692 -0.439232 -0.607777 17.965803 9.475584

Antenna 53: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 4.469761 2.920973 3.561489 -0.617399 0.265246 -0.543264 -0.092325 1.294163 4.469761

Antenna 53: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 16.653457 2.076123 2.293173 0.048415 -0.452757 -0.105614 -0.637768 16.653457 4.987265

Antenna 53: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.288236 2.177114 3.154052 -0.619977 0.513486 -0.644795 -0.506446 3.728093 9.288236

Antenna 53: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 12.776737 1.608764 1.648223 0.110027 -0.469414 -0.335190 -0.442356 12.776737 5.215615

Antenna 53: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 1.939725 1.805352 1.920953 -0.660248 0.155250 -1.067511 -1.061840 1.043453 1.939725

Antenna 53: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Power inf 365.187850 364.908661 inf inf 699.290323 711.512333 1447.388300 1430.920903

Antenna 53: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 9.664999 2.992822 3.398188 -0.682068 0.033535 0.426101 0.429821 4.164053 9.664999

Antenna 53: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape 1.319019 1.260000 1.319019 -0.760450 -0.216778 -1.324259 -0.733770 0.453470 0.636527

Antenna 53: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 53: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 12.384381 1.400413 1.398025 -0.058122 -0.940438 0.782434 -0.216182 12.384381 4.675129

Antenna 53: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 53: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
53 N03 digital_ok nn Temporal Discontinuties 15.900722 4.737765 4.354870 -0.493884 -0.810646 0.630892 0.330083 15.900722 8.054825
In [ ]: